• DocumentCode
    384247
  • Title

    Tracking objects using recovered physical motion parameters

  • Author

    Zhang, Yong ; Goldgof, Dmitry B. ; Sarkar, Sudeep ; Tsap, Leonid V.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    10
  • Abstract
    This paper presents a physical model-based method for recovering and tracking nonrigid motion of elastic objects. The proposed method recovers the motion in terms of actual physical parameters (Young´s modulus) that characterize the dynamics of the objects. The tracking scheme synthesizes the motion of the points inside the object from the boundary observations, constrained by the physical parameters. Experiments on three image sequences show that using the recovered physical parameters as constraints can greatly improve the tracking quality.
  • Keywords
    Young´s modulus; elasticity; image motion analysis; image sequences; object detection; target tracking; Young´s modulus; boundary observations; elastic object tracking; image sequences; motion synthesis; nonrigid motion; object dynamics; physical model-based method; physical parameters; recovered physical motion parameters; tracking quality; Biological system modeling; Computational complexity; Computer science; Frequency estimation; Image sequences; Kinematics; Laboratories; Scientific computing; Shape; Tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2002. Proceedings. 16th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-1695-X
  • Type

    conf

  • DOI
    10.1109/ICPR.2002.1048224
  • Filename
    1048224